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Record W2155004453 · doi:10.5539/ass.v10n6p61

Reinhart Dozy (1820-1883): Al-Andalus Historian from the Netherlands

2014· article· en· W2155004453 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueAsian Social Science · 2014
Typearticle
Languageen
FieldArts and Humanities
TopicHispanic-African Historical Relations
Canadian institutionsnot available
Fundersnot available
KeywordsCivilizationHistory of IslamOrientalismScholarshipIslamHistoryBiographyClassicsLiteratureArt historyArtLawPolitical scienceArchaeology

Abstract

fetched live from OpenAlex

This article presents a biography of a Dutch historian, Reinhart Dozy and discusses his authority as a scholar of al-Andalus history. Standing among great Orientalists of the 19th century, Dozy studied Islamic history and civilization and wrote books on them. His scholarship is evident in his works and articles encompassing the fields of history and literature. The objective of this study was to showcase his background and his authority as a scholarly figure on the history and civilization of al-Andalus. A qualitative study approach was employed via historical study and content analysis methods by analyzing primary and contemporary sources. This study argues that Dozy was a meticulous historian who carefully selected his sources of reference in writing his works. In fact, his works attained recognition of other Western Orientalist scholars apart from being reference for researchers of the Islamic history and civilization, in particular the Islamic history and civilization in al-Andalus.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.979
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0030.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.019
GPT teacher head0.234
Teacher spread0.215 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it